Trial reportPloS one2014
Reproducibility of Fatmax and fat oxidation rates during exercise in recreationally trained males.
Trial report in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 25 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The Agreement between Fat max and the Gas-Exchange and Blood Lactate Thresholds: A Systematic Review and Meta-Analysis.Medicine and science in sports and exercise · 2026Pooled it
- Toward Exercise Guidelines for Optimizing Fat Oxidation During Exercise in Obesity: A Systematic Review and Meta-Regression.Sports medicine (Auckland, N.Z.) · 2023Pooled it
- Factors Determining the Agreement between Aerobic Threshold and Point of Maximal Fat Oxidation: Follow-Up on a Systematic Review and Meta-Analysis on Association.International journal of environmental research and public health · 2022Pooled it
- Divergent Changes in Peak Fat Oxidation and FatScandinavian journal of medicine & science in sports · 2025Trial
- Inter-Day Reliability of Resting Metabolic Rate and Maximal Fat Oxidation during Exercise in Healthy Men Using the Ergostik Gas Analyzer.Nutrients · 2021Trial
- Astaxanthin supplementation enhances metabolic adaptation with aerobic training in the elderly.Physiological reports · 2021Trial
- The day-to-day reliability of peak fat oxidation and FATEuropean journal of applied physiology · 2020Trial
- Change in maximal fat oxidation in response to different regimes of periodized high-intensity interval training (HIIT).European journal of applied physiology · 2017Trial
- Exercise and Fat: A Primer.Sports medicine - open · 2026Review
- Skeletal muscle proteomics links mitochondrial abundance with peak fat oxidation in physically active young males.The Journal of physiology · 2026Article
- No sex differences in fat oxidation in response to exercise prescribed according to maximal heart rate or ventilatory threshold.European journal of applied physiology · 2026Article
- Is lean mass quantity or quality the determinant of maximal fat oxidation capacity? The potential mediating role of cardiorespiratory fitness.Journal of the International Society of Sports Nutrition · 2025Observational
- Comment on: Exercise Testing for Metabolic Flexibility: Time for Protocol Standardization.Sports medicine - open · 2025Article
- Progressive Arm Cycling Ergometry With 3- And 5-Minute Stage Durations Yields Similar Estimates of Substrate Oxidation in Healthy Adults.International journal of exercise science · 2024Article
- Maximal Fat Oxidation during Incremental Upper and Lower Body Exercise in Healthy Young Males.International journal of environmental research and public health · 2022Article
- Beyond the Calorie Paradigm: Taking into Account in Practice the Balance of Fat and Carbohydrate Oxidation during Exercise?Nutrients · 2022Review
- Effect of Ethnicity on Changes in Fat and Carbohydrate Oxidation in Response to Short-Term High Intensity Interval Training (HIIT): A Pilot Study.International journal of environmental research and public health · 2021Article
- Fat Oxidation Kinetics Is Related to Muscle Deoxygenation Kinetics During Exercise.Frontiers in physiology · 2020Article
- Optimizing Maximal Fat Oxidation Assessment by a Treadmill-Based Graded Exercise Protocol: When Should the Test End?Frontiers in physiology · 2019Article
- Commentary: Contextualising Maximal Fat Oxidation During Exercise: Determinants and Normative Values.Frontiers in physiology · 2018Article
Corrections and comments
- Erratum issuedByrne, Nuala [corrected to Byrne, Nuala M]; Wood, Rachel [corrected to Wood, Rachel E]; Hickman, Ingrid [corrected to Hickman, Ingrid J]
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Aerobic exercise training performed at the intensity eliciting maximal fat oxidation (Fat(max)) has been shown to improve the metabolic profile of obese patients. However, limited information is available on the reproducibility of Fat(max) and related physiological measures. The aim of this study was to assess the intra-individual variability of: a) Fat(max) measurements determined using three different data analysis approaches and b) fat and carbohydrate oxidation rates at rest and at each stage of an individualized graded test. Fifteen healthy males [body mass index 23.1 ± 0.6 kg/m(2), maximal oxygen consumption (VO2max) 52.0 ± 2.0 ml/kg/min] completed a maximal test and two identical submaximal incremental tests on ergocycle (30-min rest followed by 5-min stages with increments of 7.5% of the maximal power output). Fat and carbohydrate oxidation rates were determined using indirect calorimetry. Fat(max) was determined with three approaches: the sine model (SIN), measured values (MV) and 3rd polynomial curve (P3). Intra-individual coefficients of variation (CVs) and limits of agreement were calculated. CV for Fat(max) determined with SIN was 16.4% and tended to be lower than with P3 and MV (18.6% and 20.8%, respectively). Limits of agreement for Fat(max) were -2 ± 27% of VO2max with SIN, -4 ± 32 with P3 and -4 ± 28 with MV. CVs of oxygen uptake, carbon dioxide production and respiratory exchange rate were <10% at rest and <5% during exercise. Conversely, CVs of fat oxidation rates (20% at rest and 24-49% during exercise) and carbohydrate oxidation rates (33.5% at rest, 8.5-12.9% during exercise) were higher. The intra-individual variability of Fat(max) and fat oxidation rates was high (CV>15%), regardless of the data analysis approach employed. Further research on the determinants of the variability of Fat(max) and fat oxidation rates is required.
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